wanted to say that the year was excellent, a lot of positive steps into llm-based mas and improved convergence for imperfect info games
however, too much of adaptation too little of exploration
looking forward to 2026
Bluesky exclusive!
wanted to say that the year was excellent, a lot of positive steps into llm-based mas and improved convergence for imperfect info games
however, too much of adaptation too little of exploration
looking forward to 2026
Policy-Conditioned Policies for Multi-Agent Task Solving
https://arxiv.org/abs/2512.21024
Policy-Conditioned Policies for Multi-Agent Task Solving
https://arxiv.org/abs/2512.21024
Bluesky exclusive!
Bluesky exclusive!
soft and energising at the same time
www.youtube.com/watch?v=tL5E...
maybe good for a cardio sesh, @sharky6000.bsky.social
soft and energising at the same time
www.youtube.com/watch?v=tL5E...
maybe good for a cardio sesh, @sharky6000.bsky.social
www.youtube.com/watch?v=4ac1...
www.youtube.com/watch?v=4ac1...
Doc: abseil.io/fast/hints.h...
Doc: abseil.io/fast/hints.h...
there was a couple of talks about it
one of them is www.youtube.com/watch?v=UKY0...
there was a couple of talks about it
one of them is www.youtube.com/watch?v=UKY0...
→ simonlucas.github.io/planet-wars-...
🏃 LoRR: League of Robot Runners
→ Website coming soon!
📅 Mark your calendars and start preparing!
→ simonlucas.github.io/planet-wars-...
🏃 LoRR: League of Robot Runners
→ Website coming soon!
📅 Mark your calendars and start preparing!
Do you use standard or batched variant of MCTS, though?
Are you interested in AI for board games using language models? Want to do some hobby tinkering with fine-tuning or RL?
We've released an easy-to-follow example colab that fine-tunes Gemma models via Kauldron to mimic an MCTS player.
Details here: github.com/google-deepm...
♟️🎲♦️♠️♥️♣️✨🎉
Do you use standard or batched variant of MCTS, though?
⚓ MCTF: The Third International Maritime Capture the Flag Competition
→ www.mctf26.com
📊 NSGYM: Evaluating Decision Agents under Non-Stationarity
→ nsgym.io/aamas2026_co...
⚓ MCTF: The Third International Maritime Capture the Flag Competition
→ www.mctf26.com
📊 NSGYM: Evaluating Decision Agents under Non-Stationarity
→ nsgym.io/aamas2026_co...
www.youtube.com/watch?v=e0oi...
Seeing some fascinating ones
www.youtube.com/watch?v=e0oi...
Seeing some fascinating ones
More from @david-ornstein.bsky.social
www.pcgbook.com
www.pcgbook.com
game.engineering.nyu.edu
There's also my woefully out of date personal website:
julian.togelius.com
Perhaps more useful is a chronological sort of my Google Scholar profile:
scholar.google.com/citations?hl...
game.engineering.nyu.edu
There's also my woefully out of date personal website:
julian.togelius.com
Perhaps more useful is a chronological sort of my Google Scholar profile:
scholar.google.com/citations?hl...
gameaibook.org
It's long (especially 2nd edition) and technical.
gameaibook.org
It's long (especially 2nd edition) and technical.
mitpress.mit.edu/978026203903...
mitpress.mit.edu/978026203903...
apply though
apply.interfolio.com/177701
apply though
Simultaneous AlphaZero: Extending Tree Search to Markov Games
https://arxiv.org/abs/2512.12486